AI Solutions Architect
Design the full technical stack behind enterprise AI products - models, data, infra and integrations.
This UK ai solutions architect career guide covers what the role involves day to day, typical salary at each stage, the usual entry route, the skills employers expect, and related careers worth comparing.
Quick facts
- Starting salary
- £70,000 - £95,000
- Mid-career salary
- £100,000 - £150,000
- Senior salary
- £170,000 - £280,000+
- Work environment
- Office or remote, desk-based
- Time to entry
- 1 - 3 years
- Degree required
- Helpful, not always required
- Category
- AI, Data and Automation
What a AI Solutions Architect does
Design the full technical stack behind enterprise AI products - models, data, infra and integrations.
- Enterprise LLM Platforms - Reference architectures for enterprise-wide LLM use.
- RAG and Knowledge Systems - Build retrieval architectures over private corporate data.
- Agentic Systems - Design multi-agent systems with tool use and orchestration.
- Edge and On-prem AI - Architect for clients who can't use public cloud LLMs.
How to become a AI Solutions Architect
- Look up AI Solutions Architect roles on LinkedIn or Indeed and read 5 real job ads
- Talk to someone already working as a AI Solutions Architect - even a 15-minute call helps
- Find one beginner course or qualification used by people in this role
- Build one small piece of evidence you've explored this (project, shadowing, short course)
- Apply to one entry-level role or related opportunity within the next month
Key skills
- Cloud architecture
- LLM ecosystems
- Vector DBs
- Security
- Stakeholder design reviews